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BAPA02 Bronze to Silver Enrich Sentiment

☝️ CONFIGURE BIGQUERY by adding your credentials here. Creates a silver enrichment table with these columns, which supports multiple LLMs.

👈 ADD YOUR BRAND HERE by adding a simplified description of your brand search terms. This is for reporting only (not the exact search conditions in the prompt).

👇 CONFIGURE YOUR GEMINI CREDENTIALS HERE or swap for your preferred LLM to perform the enrichment.

👇 CONFIGURE BIGQUERY by adding your credentials here. Reads bronze rows that have not already been previously enriched by this workflow. Processes rows from multiple LLMs (if present).

☝️ CONFIGURE ENRICHMENT rules here by configuring it with your brand search terms. All enrichments like brand presence, ranking and sentiment are defined here.

Google AI Studio Authenticator
Gemini LLM Selector
Capture the LLM Used for enrichment (e.g. gemini-flash-latest)
Variable to Table Column
Credentials Configuration
Enrichmentinstructions (sentiment, ranking etc.)
LLM Prompter
Google Authenticator
Column Filter
Google BigQuery Connector
Bronze
DB Table Selector
Google Authenticator
ConvertEnrichmentto Columns
JSON Path
Column Resorter
DB Reader
Convert Enrichment to JSON
String to JSON
Brand Name(s)searched for
Variable to Table Column
Create Event Timestamp
Expression
Join Bronze to Silver
DB Joiner
Update Brand Name(s)Searched For
String Configuration
Google BigQuery Connector
Create Run ID
Expression
Create Silver Tableif Missing
DB Table Creator
Random Numbers Generator
Silver (Already Enriched)
DB Table Selector
Exclude AlreadyEnriched Bronze Rows (i.e. "find new rows")
DB Row Filter
Combine Run ID with LLM Prompt Response
Cross Joiner
Append toSilver Table
DB Loader

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